Biography
Earth Observation solution enthusiast. Engaged in providing user-oriented products/solutions that bring easy to use information for end customers. Using the power of Data Science to improve our daily life.
Download my resumé .
Interests
- Remote Sensing
- Satellite Imagery
- Image Processing
Education
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PhD Student, Computer Science, since 2019
National University of Singapore
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Master's Degree, Earth Oriented Space Science and Technology (ESPACE), 2016
Technische Universität München, Munich, Germany
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Bachelor's Degree in Electrical and Electronics Engineering, 2014
Nanyang Technological University, Singapore
Experience
Ph.D. Researcher
Grabtaxi Holding Pte. Ltd.
Responsibilities include:
- Work with the Grab Geo Data Science Team.
- Conduct research to extract geoinformation from imagery.
- Joint industrial Ph.D. sponsored by Grab, NUS and EDB of Singapore.
Product Manager and Solution Developer
Skymap Global Pte. Ltd.
Responsibilities include:
- Applied and awarded government & business fund for project.
- Managed multi-cultural dynamic product development group.
- Conducted market research, product design, recruited team members.
Research Assistant
German Aerospace Center (DLR) / TUM Signal Processing in Earth Observation
Master thesis "Object-based Multi-view Facade Matching in SAR Images of Dense Urban Areas"
Research Assistant
TUM Institute of Astronautics
Supported data collection & Performed data analysis for projects.
Internship
Panasonic R&D Center Singapore
Tasks:
- Developed algorithm for nail beautification application.
- Improved car plate recognition algorithm.
Education
Ph.D. (Computer Science)
National University of Singapore
Master of Science (Earth Oriented Space Science and Technology)
Technische Universität München
Passed with High Distinction
Bachelor of Engineering (Electrical and Electronic Engineering)
Nanyang Technological University
First Class Honours
Recent Publications
(2022).
Beyond Geo-Localization: Fine-Grained Orientation of Street-View Images by Cross-View Matching with Satellite Imagery.
In Proceedings of the 30th ACM International Conference on Multimedia.
(2022).
A Context-enriched Satellite Imagery Dataset and an Approach for Parking Lot Detection.
In WACV 2022.
(2021).
GeoPalette: Road Segmentation with Limited Satellite Imagery.
In SIGSPATIAL ‘21.